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2023
Nonlinear Techniques and Ridge Regression as a Combined Approach: Carcinoma Identification Case Study
Mathematics
2023
Heart Rate and Rhythm
2022
Large-scale integration of DNA methylation and gene expression array platforms identifies both cis and trans relationships
Epigenetics
2022
Advances in Protein Chemistry and Structural Biology
2022
2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
2022
Twin Research for Everyone
2022
2022 International Joint Conference on Neural Networks (IJCNN)
2022
Machine Learning and Systems Biology in Genomics and Health
2022
Multi-tissue DNA methylation microarray signature is predictive of gene function
Epigenetics
2021
Methylation-eQTL analysis in cancer research
Bioinformatics
2021
Priming of Marine Macrophytes for Enhanced Restoration Success and Food Security in Future Oceans
Frontiers in Marine Science
2021
ABCA1 and ABCG1 DNA methylation in epicardial adipose tissue of patients with coronary artery disease
BMC Cardiovascular Disorders
2021
Individuals Diagnosed with Binge-Eating Disorder Have DNA Hypomethylated Sites in Genes of the Metabolic System: A Pilot Study
Nutrients
2021
The Reasonable Effectiveness of Randomness in Scalable and Integrative Gene Regulatory Network Inference and Beyond
Computation
2020
Discrimination between human populations using a small number of differentially methylated CpG sites: a preliminary study using lymphoblastoid cell lines and peripheral blood samples of European and Chinese origin
BMC Genomics
2020
MethCORR modelling of methylomes from formalin-fixed paraffin-embedded tissue enables characterization and prognostication of colorectal cancer
Nature Communications
2020
Collective effects of long-range DNA methylations predict gene expressions and estimate phenotypes in cancer
Scientific Reports
2020
Imputing missing RNA-sequencing data from DNA methylation by using a transfer learning–based neural network
GigaScience
2020
Estimating gene expression from DNA methylation and copy number variation: A deep learning regression model for multi-omics integration
Genomics
2020
Learning Cell-Type-Specific Gene Regulation Mechanisms by Multi-Attention Based Deep Learning With Regulatory Latent Space
Frontiers in Genetics
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